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Incorporating free-floating car-sharing into an activity-based dynamic user equilibrium model: A demand-side model

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  • Li, Qing
  • Liao, Feixiong
  • Timmermans, Harry J.P.
  • Huang, Haijun
  • Zhou, Jing

Abstract

Free-floating car-sharing (FFC) has recently received increasing attention due to the flexibility in mobility services. Existing studies related to FFC mainly focus on the analysis of operational management and user preferences. Efforts to model the dynamic choices of free-floating shared cars (SCs) in individuals’ daily multi-modal multi-activity trip chains have still been rare. This study proposes a tolerance-based dynamic user equilibrium model of activity-travel scheduling that formulates free-floating SC as an alternative transport mode for conducting daily activities. The model embeds the choice of SC into daily trip chains by extending the state-of-the-art multi-state supernetwork representation. The dynamic traffic flows and supply-demand interactions of SCs are captured endogenously. Moreover, traveler heterogeneity and different pricing schemes are taken into account. A path-flow swapping method is suggested to solve the tolerance-based dynamic user equilibrium model. Numerical examples of various scenarios demonstrate that fleet size, distribution, and rental-parking price of FFC significantly influence the choice of SC and activity-travel pattern.

Suggested Citation

  • Li, Qing & Liao, Feixiong & Timmermans, Harry J.P. & Huang, Haijun & Zhou, Jing, 2018. "Incorporating free-floating car-sharing into an activity-based dynamic user equilibrium model: A demand-side model," Transportation Research Part B: Methodological, Elsevier, vol. 107(C), pages 102-123.
  • Handle: RePEc:eee:transb:v:107:y:2018:i:c:p:102-123
    DOI: 10.1016/j.trb.2017.11.011
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    10. Yixi Xue & Yi Zhang & Yi Chen, 2019. "An Evaluation Framework for the Planning of Electric Car-Sharing Systems: A Combination Model of AHP-CBA-VD," Sustainability, MDPI, vol. 11(20), pages 1-22, October.
    11. Junxiu Jia & Luyao Hao & Shaohua Chen & Tao Wu, 2022. "Vehicles manufacturer's pricing strategies considering service level of car-sharing modes," Annals of Operations Research, Springer, vol. 315(2), pages 1755-1773, August.
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    14. Vo, Khoa D. & Lam, William H.K. & Chen, Anthony & Shao, Hu, 2020. "A household optimum utility approach for modeling joint activity-travel choices in congested road networks," Transportation Research Part B: Methodological, Elsevier, vol. 134(C), pages 93-125.
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    16. Becker, Henrik & Balac, Milos & Ciari, Francesco & Axhausen, Kay W., 2020. "Assessing the welfare impacts of Shared Mobility and Mobility as a Service (MaaS)," Transportation Research Part A: Policy and Practice, Elsevier, vol. 131(C), pages 228-243.
    17. Li, Qing & Liao, Feixiong, 2020. "Incorporating vehicle self-relocations and traveler activity chains in a bi-level model of optimal deployment of shared autonomous vehicles," Transportation Research Part B: Methodological, Elsevier, vol. 140(C), pages 151-175.
    18. Fu, Xiao & Wu, Youqi & Huang, Di & Wu, Jianjun, 2022. "An activity-based model for transit network design and activity location planning in a three-party game framework," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 168(C).
    19. Wang, Dong & Liao, Feixiong & Gao, Ziyou & Rasouli, Soora & Huang, Hai-Jun, 2020. "Tolerance-based column generation for boundedly rational dynamic activity-travel assignment in large-scale networks," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 141(C).
    20. Wei Zhou & Haixia Wang & Victor Shi & Xiding Chen, 2022. "A Decision Model for Free-Floating Car-Sharing Providers for Sustainable and Resilient Supply Chains," Sustainability, MDPI, vol. 14(13), pages 1-18, July.
    21. Nguyen, Tri K. & Hoang, Nam H. & Vu, Hai L., 2022. "A unified activity-based framework for one-way car-sharing services in multi-modal transportation networks," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 157(C).
    22. Wang, Dong & Liao, Feixiong & Gao, Ziyou & Timmermans, Harry, 2019. "Tolerance-based strategies for extending the column generation algorithm to the bounded rational dynamic user equilibrium problem," Transportation Research Part B: Methodological, Elsevier, vol. 119(C), pages 102-121.
    23. Soppert, Matthias & Steinhardt, Claudius & Müller, Christian & Gönsch, Jochen & Bhogale, Prasanna M., 2023. "Matching functions for free-floating shared mobility system optimization to capture maximum walking distances," European Journal of Operational Research, Elsevier, vol. 305(3), pages 1194-1214.
    24. Obrenović, Nikola & Ataç, Selin & Bierlaire, Michel, 2024. "Light electric vehicle sharing systems: Functional design of a comprehensive decision making solution," Transportation Research Part A: Policy and Practice, Elsevier, vol. 182(C).
    25. Jochem, Patrick & Frankenhauser, Dominik & Ewald, Lukas & Ensslen, Axel & Fromm, Hansjörg, 2020. "Does free-floating carsharing reduce private vehicle ownership? The case of SHARE NOW in European cities," Transportation Research Part A: Policy and Practice, Elsevier, vol. 141(C), pages 373-395.

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